Kalpana Kalpana (Editor)

Fractal derivative

Updated on
Edit
Like
Comment
Share on FacebookTweet on TwitterShare on LinkedInShare on Reddit
Fractal derivative

In applied mathematics and mathematical analysis, the fractal derivative is a nonstandard type of derivative in which the variable such as t has been scaled according to tα. The derivative is defined in fractal geometry.

Contents

Physical background

Porous media, aquifer, turbulence and other media usually exhibit fractal properties. The classical physical laws such as Fick's laws of diffusion, Darcy's law and Fourier's law are no longer applicable for such media, because they are based on Euclidean geometry, which doesn't apply to media of non-integer fractal dimensions. The basic physical concepts such as distance and velocity in fractal media are required to be redefined; the scales for space and time should be transformed according to (xβ, tα). The elementary physical concepts such as velocity in a fractal spacetime (xβ, tα) can be redefined by:

v ′ = d x ′ d t ′ = d x β d t α , α , β > 0 ,

where Sα,β represents the fractal spacetime with scaling indices α and β. The traditional definition of velocity makes no sense in the non-differentiable fractal spacetime.

Definition

Based on above discussion, the concept of the fractal derivative of a function u(t) with respect to a fractal measure t has been introduced as follows:

∂ f ( t ) ∂ t α = lim t 1 → t f ( t 1 ) − f ( t ) t 1 α − t α , α > 0 ,

A more general definition is given by

∂ β f ( t ) ∂ t α = lim t 1 → t f β ( t 1 ) − f β ( t ) t 1 α − t α , α > 0 , β > 0 .

Application in anomalous diffusion

As an alternative modeling approach to the classical Fick’s second law, the fractal derivative is used to derive a linear anomalous transport-diffusion equation underlying anomalous diffusion process,

d u ( x , t ) d t α = D ∂ ∂ x β ( ∂ u ( x , t ) ∂ x β ) , − ∞ < x < + ∞ , ( 1 ) u ( x , 0 ) = δ ( x ) .

where 0 < α < 2, 0 < β < 1, and δ(x) is the Dirac Delta function.

In order to obtain the fundamental solution, we apply the transformation of variables

t ′ = t α , x ′ = x β .

then the equation (1) becomes the normal diffusion form equation, the solution of (1) has the stretched Gaussian form:

u ( x , t ) = 1 2 π t α e − x 2 β 4 t α

The mean squared displacement of above fractal derivative diffusion equation has the asymptote:

⟨ x 2 ( t ) ⟩ ∝ t ( 3 α − α β ) / 2 β .

References

Fractal derivative Wikipedia
(Text) CC BY-SA